ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

Paper: https://arxiv.org/pdf/1711.10684.pdf
Video Explaination: https://youtu.be/BOoBWRTpaKk

Deep Residual U-Net Architecture